Hi, I'm Elisa, a Computer Engineering student at HVL in Bergen, building thoughtful websites, useful software and intelligent systems.
A real website for a real organization, and the AI systems I'm proudest of. Each one says plainly what it is, and how far along it is.
The website for a community organization in Vestland, where people from different backgrounds meet, take part and learn.
Built and looked after by me since March 2026. Activities, news, the Mangfoldsposten magazine, membership and volunteer sign-up, Vipps donations, and an admin area so the team can publish on their own.
Checked with Vitest, Playwright and axe accessibility scans before changes go live.
An agent that investigates production incidents, proposes a fix, applies it when it is allowed to, and checks that the service recovered.
The model only diagnoses and proposes. A deterministic safety policy engine, with a whitelist, per-service risk profiles, autonomy modes and a kill switch, decides what may run, and asks a human above low risk.
Tests cover the cases that matter: blocked actions, double approvals, failed fixes and forced escalation.
Explains Norwegian official letters in plain language, works out the deadlines, and shows where to get help.
The model only classifies the letter. Agencies, laws and links come from a knowledge base checked against Lovdata, and every point quotes the sentence it came from.
On a small set of test letters we wrote ourselves: red-team 24/24, deadlines 28/28, quotes 98/98.
Turns an official document into a living plan: tasks, deadlines, dependencies, and what to do next.
When you finish a task, the agent re-walks the dependency graph, unlocks what comes next and logs why. Priorities come from rules, never from the model's own opinion.
Smaller builds, prototypes and things in progress. Honest labels included.
Finds the hidden assumptions a codebase relies on, each tied to a file and the risk if it is false.
Grades how well someone explains a concept, against fixed rubrics. The engine only, no interface yet.
My own Norwegian tutor on Telegram. Spaced repetition decides what comes back; Claude writes and grades the lesson.
A discreet personal-safety app with a silent SOS, co-founded with Alissa Ruya Aksel at HVL.
A lead-capture chatbot that answers in Norwegian, English and Turkish and hands every lead to the owner.
For nonprofits, organizations and small businesses. Clear scope, honest estimates, and a site or tool you understand when it's handed over.
Fast, responsive, accessible websites for organizations and small businesses, that your team can keep up to date.
Like Mangfoldshuset Vestland
Useful applications, integrations and APIs, with clean structure and tests, so they keep working after launch.
Like the Bureaucracy Action Agent
Practical, carefully scoped AI tools and workflows: chatbots, document helpers, forms that route themselves.
Like ClearRights or the ElisaTech chatbot
One real example, from Assumption Hunter: what went in, and what I learned when the numbers came back.
Teams inherit code full of assumptions nobody wrote down, until one breaks in production.
Every finding has to point to a real file and a real risk. Vague advice does not count.
Start with a single-prompt baseline, then add an evidence checker only where it can be measured.
A two-stage pipeline in Python: an analyzer proposes, a checker verifies against the cited file.
Ten small projects with known answers, each with a test proving its counterexample really fails.
The checker approved almost everything. A severity filter cut the noise by 22% without losing a single real hit.
I study Computer Engineering at HVL in Bergen. I'm drawn to problems where software has to be careful: official letters, personal safety, systems that act on their own. And I like making things that feel good to use.
I speak Norwegian, English and Turkish, and I build for people in all three. Most of what I know I learned by shipping something, testing it like someone wants it to break, and writing down what surprised me.
A website, a tool, an internship or just a question: write a few lines and I'll get back to you.
Bergen, Norway